« colinux | メイン | ハッカーと論文 »

2005年02月17日

Jess: 自動小論文採点

評価が難しい領域において、その評価方法や機械による
自動評価手法が研究になることがしばしばある。

この小論文の自動採点システムもその例だろう。

機械翻訳の BLEU などが代表例
BLEU の ACL02のプレゼンを聞いたが、クレームする
人で長蛇の列ができてました。それほどこの業界を
かき回した方法論で、だれもこれがイイとは思っていないのですが、
みんな使っているという意味でデファクトになっています。
マネージメント力?

自動評価で思うことは、評価関数、もっと一般的には目的関数が陽に
定義できると、それを最大化するようなパラメータ
チューニングができてしまうということ。 ほんとうにそれで良いのか?
BLUE は単語の連接まで見るからまだましだが、単語集合のみで
評価が決まる場合は、適当に意味なく単語を並べた
文のスコアが高くなってしまうかもしれない。
すなわち、テキスト生成の自動評価は、たとえ
単語の集合だけで評価が決まるにせよ、言語的な正しさ、
つまり言語モデルを考慮しないと話にならない。

投稿者 taku : 2005年02月17日 00:41

トラックバック

このエントリーのトラックバックURL:
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